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• Maxmin Q-learning: Controlling the Estimation Bias of Q-learning
  2020 · 38 citations
• Hill Climbing on Value Estimates for Search-control in Dyna
  2019 · 8 citations
• Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control
  2018 · 5 citations
• Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation
  2022 · 4 citations
• Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement
  2018 · 3 citations
• The In-Sample Softmax for Offline Reinforcement Learning
  2023 · 3 citations
• An Alternative to Variance: Gini Deviation for Risk-averse Policy Gradient
  2023 · 3 citations
• Frequency-based Search-control in Dyna
  2020 · 2 citations
• DTR-Bench: An in silico Environment and Benchmark Platform for Reinforcement Learning Based Dynamic Treatment Regime
  2024 · 2 citations
• Conditionally Optimistic Exploration for Cooperative Deep Multi-Agent Reinforcement Learning
  2023 · 1 citations
• An Alternate Policy Gradient Estimator for Softmax Policies
  2021
• A Simple Mixture Policy Parameterization for Improving Sample Efficiency of CVaR Optimization
  2024
• An MRP Formulation for Supervised Learning: Generalized Temporal Difference Learning Models
  2024
• Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination
  2024